Evaluating Aleatoric Uncertainty via Conditional Generative Models.
Ziyi HuangHenry LamHaofeng ZhangPublished in: CoRR (2022)
Keyphrases
- generative model
- probabilistic model
- conditional probabilities
- mixture model
- discriminative models
- discriminative learning
- hierarchical hidden markov models
- semi supervised
- conditional random fields
- topic models
- generative and discriminative models
- prior knowledge
- maximum entropy principle
- hidden variables
- em algorithm
- multiscale
- expectation maximization
- language model
- computer vision